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Modeling Destructive Group Dynamics in On-line Gaming Communities
Published on Jul 06, 20122597 Views
Social groups often exhibit a high degree of dynamism. Some groups thrive, while many others die over time. Modeling destructive dynamics and understanding whether/why/when a person will depart from a
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Chapter list
Modeling Destructive Group Dynamics in Online Gaming Communities00:00
Motivation (1)00:30
Motivation (2)01:08
Problem Definition01:49
Problem Domain 02:09
World of Warcraft (WoW) (1)03:05
World of Warcraft (WoW) (2)03:15
WoW Terminologies04:18
Guilds in WoW04:53
Destructive Group Dynamics (Example)06:15
WoW Dataset07:03
Social Network Construction07:46
Are Quitting Events Independent? (1)09:05
Are Quitting Events Independent? (2)09:54
Quantifying Damage of a Quitting Event (1)10:23
Quantifying Damage of a Quitting Event (2)11:02
Quantifying Damage of a Quitting Event (3)11:34
Predicting Potential Damage11:55
Prediction Results12:41
Important Features13:14
Predicting Quitting Events (1)14:05
Predicting Quitting Events (2)14:41
Prediction Results15:09
Important Features16:59
Conclusion18:36
Future Work19:26
Thank you!20:00